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Network Intrusion Detection

Network intrusion detection is the task of monitoring network traffic to and from all devices on a network in order to detect computer attacks.

Papers

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Showing 51–60 of 261 papers

Title	Date	Tasks	Status	Hype	Score
A Novel Multi-Stage Approach for Hierarchical Intrusion Detection	Mar 21, 2023	Anomaly DetectionIntrusion Detection	CodeCode Available	0	5
A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems	Jun 9, 2018	Anomaly DetectionIntrusion Detection	CodeCode Available	0	5
A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems	Oct 21, 2024	Ensemble LearningIntrusion Detection	CodeCode Available	0	5
Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection	Feb 8, 2018	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	0	5
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems	Feb 16, 2025	Intrusion DetectionNetwork Intrusion Detection	CodeCode Available	0	5
Deep Anomaly Detection with Deviation Networks	Nov 19, 2019	Anomaly DetectionCyber Attack Detection	CodeCode Available	0	5
A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security	Jan 14, 2025	DescriptiveIntrusion Detection	CodeCode Available	0	5
Data Distribution Valuation	Oct 6, 2024	Data ValuationFraud Detection	CodeCode Available	0	5
Benchmarking datasets for Anomaly-based Network Intrusion Detection: KDD CUP 99 alternatives	Nov 13, 2018	BenchmarkingIntrusion Detection	CodeCode Available	0	5
Deep Learning Applications for Intrusion Detection in Network Traffic	Jan 13, 2024	Deep LearningFeature Engineering	CodeCode Available	0	5

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